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This is a Quantitative Study study.

October 2, 2025ClimateOpen Access

Terrain-Based High-Resolution Microclimate Modeling for Cold-Air-Pool-Induced Frost Risk Assessment in Karst Depressions

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Temperature inversions frequently lead to extreme near-surface cold accumulation, enhancing frost risk.
Validation using multi-level temperature measurements shows the importance of topography in cold-air pool formation.
High-resolution terrain-based modeling of the sinkhole provides insights into microclimatic changes and frost risk.
This integrated approach offers practical frameworks for climate adaptation in frost-sensitive agricultural regions.

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This observational analysis assesses frost risk due to cold-air pooling in karst depressions, indicating implications for precision agriculture.

Dobos et al. (2025) studied this question.

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This observational analysis assesses frost risk due to cold-air pooling in karst depressions, indicating implications for precision agriculture.